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R in 3 Months (Fall 2022)

Examine our Data

Transcript

Click on the transcript to go to that point in the video. Please note that transcripts are auto generated and may contain minor inaccuracies.

Your Turn

Take a look at your data in the following ways:

  1. In the console by typing penguins_data

  2. Using the glimpse() function

  3. With the RStudio viewer (or using the view() function)

  4. With one of the functions I showed from the packages that I demonstrated:

    • skim() from the skimr package

    • tbl_summary() from the gtsummary package

    • makeDataReport() from the dataReporter package

    • scan_data() from the pointblank package

Have any questions? Put them below and we will help you out!

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Ethan Chapman

Ethan Chapman • March 16, 2021

When I type call faketucky I do get an output but it does not give me nearly that much information. It does not display the column types or even the fact that it is a tibble.

David Keyes

David Keyes Founder • March 16, 2021

Can you post a screenshot of what yours looks like? You can post to a site like Imgur and post a link here.

IBRAH SENINDE

IBRAH SENINDE • March 18, 2021

when I type "skim", they suggest "skimr ::" instead and they bring an error (skim doesn't exist). Also the "skimr::" function does not execute. https://imgur.com/rw9OHNM

Atlang Mompe

Atlang Mompe • March 29, 2021

Hi David,

The links of this sentence do not work: If you have issues getting the histograms to display properly and you’re using Windows, there is a known issue. Please see the skimr documentation for potential solutions..

Thanks, Atty

Krystal Robinson

Krystal Robinson • March 31, 2021

Everything else worked until I got to the skim function. > library(tidyverse) > library(slimr) Error in library(slimr) : there is no package called ‘slimr’ > skim(faketucky) Error in skim(faketucky) : could not find function "skim" > skim(faketucky) Error in skim(faketucky) : could not find function "skim"

Portia Hunt

Portia Hunt • April 1, 2021

Not sure why I'm getting this error message:

skim(faketucky) Error: 'across' is not an exported object from 'namespace:dplyr'

Googling, unfortunately, hasn't given me an answer ;)

Matt M

Matt M • September 12, 2021

i noticed that in your output from skim(faketucky) the numerical variables were in alphabetical order (act_math, act_reacing). In my output, they are in the order they appear in the View (student_id, male).

I assume there's an ability to manipulate this that we'll learn later, but was surprised that our output was in a different order despite both running the simple skim() function.

Skarlleth Martinez Prado

Skarlleth Martinez Prado • September 21, 2021

When I type facketucky, it does not give me the information about the tibble and the info below. It just appears in blue in my console, but I don't have the details. Maybe I did something wrong, or I jumped a step. Could you please help me?

John Franjione

John Franjione • January 14, 2022

Got some weird results, but then I realized (aided by reading some of these questions) that I hadn't installed and loaded the tidyverse and skimr packages. Well, actually I had, but then I quit RStudio, but then re-opened the project thinking it would be in the same state as when I quit. But it was not. So I had to re-execute the install and library functions.

Two questions:

  1. Is there a way to see what packages have been installed and loaded?
  2. Is there a way to execute the entire script (well, besides selecting all lines and hitting the "Run" button)?

Thanks!

Hanan Perlman

Hanan Perlman • March 17, 2022

Hi David, When trying to skim I got this error message. What should I do? library(tidyverse) Error: package or namespace load failed for ‘tidyverse’: .onAttach failed in attachNamespace() for 'tidyverse', details: call: library.dynam(lib, package, package.lib) error: DLL ‘cli’ not found: maybe not installed for this architecture? > library(skimr) > skim(faketucky) Error in library.dynam(lib, package, package.lib) : DLL ‘cli’ not found: maybe not installed for this architecture? >

Hanan Perlman

Hanan Perlman • March 18, 2022

Hi David and Charlie, This is the error that I got: library(tidyverse) Error: package or namespace load failed for ‘tidyverse’: .onAttach failed in attachNamespace() for 'tidyverse', details: call: library.dynam(lib, package, package.lib) error: DLL ‘cli’ not found: maybe not installed for this architecture?

Vishnu Gunneri

Vishnu Gunneri • April 22, 2022

Hi Team, I have revisited this course and I have updated the skimr package but the histograms doesn't show up Here is the link https://imgur.com/a/uI9epEp to check out the image

Todd Rosenboom

Todd Rosenboom • July 19, 2022

Hi, I was curious why my skim(faketucky) didn't output the histogram correcty?

skim_variable n_missing complete_rate mean sd p0 p25 p50 p75 p100 hist 1 student_id 0 1 55922. 32333. 1 27910. 56070 83872. 111990

Manraj Kaur

Manraj Kaur • September 29, 2022

Hi David, everything works for me but I only see 4 columns instead of what you see. You mention in the video that it is related to how much space is available for R to show the data. How do I adjust my screen/settings to see everything that is shown in your video? Thanks! https://imgur.com/a/Z4TWf0r

Jaime Perez

Jaime Perez • November 25, 2022

So we'll have to load the libraries each time we're running our code? I thought it had to be done just once...

Marcia Dewandel

Marcia Dewandel • March 16, 2023

All well so far, except when attempting skim(faketucky). Got this message:

Error in skim(faketucky) : could not find function "skim:

Kiana Robinson

Kiana Robinson • March 22, 2023

> skim(faketucky) Error in skim(faketucky) : could not find function "skim"

Muhammed Ahmed Elhadedy

Muhammed Ahmed Elhadedy • May 3, 2023

Hi David. When I use the skim function, everything goes well except the histogram. I don't find a histogram, and I get these instead:

Can you help me with it? Note: I checked that the tidyverse package (including ggplot2) had been loaded as well as skimr package.

Jessica Smith

Jessica Smith • August 23, 2023

Hi! I am trying to use the skim() function for a dataset that I have imported, and I noticed that it shows up with what it calls "whitespace." Do you know what this is and how I get rid of it?

David Keyes

David Keyes Founder • August 24, 2023

I'm not exactly sure what you mean by whitespace. Can you clarify that, please?

Reema Dodwani

Reema Dodwani • July 27, 2024

I cannot load skimr and gtsummary packages, it says no such packages

David Keyes

David Keyes Founder • July 29, 2024

Did you install them first?

Reema Dodwani

Reema Dodwani • July 29, 2024

Yes, I did install it. But today i tried again in a new session and its working now. Thanks for swift response.

David Keyes

David Keyes Founder • July 29, 2024

Glad it's working now!

Course Content

142 Lessons